Run
496627

Run 496627

Task 10042 (Learning Curve) ada_prior Uploaded 03-12-2015 by Joaquin Vanschoren
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Flow

weka.JRip(5)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7411 ± 0.023
Per class
F measure
0.8267 ± 0.0178
Per class
Kappa
0.5203 ± 0.0476
KB relative information score
1444.8906 ± 16.8774
Mean absolute error
0.261 ± 0.0103
Mean prior absolute error
0.3732 ± 0.0004
Number of instances
4562
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8257 ± 0.0193
Per class
Predictive accuracy
0.8338 ± 0.0183
Prior entropy
0.8085
Recall
0.8338 ± 0.0183
Per class
Relative absolute error
0.6993 ± 0.0273
Root mean prior squared error
0.4319 ± 0.0005
Root mean squared error
0.3653 ± 0.0138
Root relative squared error
0.8457 ± 0.0315
SciMark benchmark
983.6985
UserCPU time millis
440
UserCPU time millis training
440